https://www.elibrary.ru/title_about_new.asp?i Materials physics and mechanics Механика и физика материалов 1605-8119 9 10.18149/MPM.4742021_9 Prediction of strength properties of natural fiber-porous composites by neural networks Prediction of strength properties of natural fiber-porous composites by neural networks Yussupova Sokolovskiy Munasipov Kulkaeva Kunelbayev Taraz Regional University named after M.H. Dulati Novosibirsk Technological Institute (Branch) of Russian State University named after A.N. Kosygin Al Farabi Kazakh National University, Institute of Information and Computer Technologies 27 10 2021 47 4 613 620

There is a real need to reduce the scope of determining the physical and mechanical properties of natural fiber-porous composites. The application of an artificial neural network for the prediction of the strength of natural chrome-tanned leather made of bovine and calfskin was investigated in this work. The results were obtained by applying a single-layer and a two-layer neural network. The results indicate a great potential of using an artificial neural network in determining the predicted values of natural leather properties.

 natural fiber-porous composites prediction neural networks ultimate strain stress